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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM168A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM168A is potential prognostic, high expression is unfavorable in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.6
Number of samples
486
Samples
Sample
Description
TPM
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
46.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
40.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM168A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM168A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
51.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
